“…While DFT-MD simulations on the silica-H 2 O system (Spiekermann et al, 2016) did explore water-rich compositions (23 wt% H 2 O), the vast majority of previous theoretical investigations have focused on probing the behavior of silicate-H 2 O systems containing hydrogen with water contents typically not exceeding 10 wt % (e.g., Bajgain et al, 2015;Karki & Stixrude, 2010;Mookherjee et al, 2008). Here we go beyond this H 2 O content, following the suggestions of high water concentrations in silicate melts formed near the MTZ (Freitas et al, 2017;Hirschmann et al, 2009;Novella et al, 2017), and perform DFT-MD simulations on hydrous forsterite (Mg 2 SiO 4 ) melts with 16.6 wt% and 26.7 wt% H 2 O and compare the results to those of a more typical composition considered in simulations with 5.5 wt% H 2 O. With these simulations, we explore whether H 2 O has a polymerizing effect on depolymerized silicate melts as proposed by previous experiments (Mysen & Cody, 2005;Xue & Kanzaki, 2004;Yamada et al, 2007Yamada et al, , 2011, and we constrain the influence of H 2 O on melt densities-and therefore buoyancy-in the MTZ and its vicinity.…”